White shark (Carcharodon carcharias), Thinned satellite data (PSAT and SPOT), 1:2 observation:pseudo-absence ratio, Full extent, all covariates (u and v become vel_mag), evaluated using accuracy
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | accuracy | boyce_cont | roc_auc | tss_max |
|---|---|---|---|---|
| rf | 0.9457901 | 0.9588724 | 0.9927568 | 0.9395924 |
| bt | 0.7543253 | 0.9906434 | 0.8217594 | 0.5001195 |
| maxnet | 0.6551326 | 0.9707831 | 0.7496504 | 0.3894699 |
| gam | 0.7301038 | NA | NA | NA |
| glm | 0.6712803 | NA | NA | NA |
Variable Importance
